| 2025 | KDD | Hardness-aware Privileged Features Distillation with Latent Alignment for CVR Prediction. | Huining Yuan, Wenpeng Zhang, Zijie Hao, Zengde Deng |
| 2023 | AISTATS | Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback. | Qixin Zhang, Zengde Deng, Zaiyi Chen, Kuangqi Zhou, Haoyuan Hu, Yu Yang |
| 2023 | CIKM | Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization. | Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2023 | ICASSP | An Online Algorithm for Chance Constrained Resource Allocation. | Yuwei Chen, Zengde Deng, Yinzhi Zhou, Zaiyi Chen, Yujie Chen, Haoyuan Hu |
| 2023 | KDD | Multi-channel Integrated Recommendation with Exposure Constraints. | Yue Xu, Qijie Shen, Jianwen Yin, Zengde Deng, Dimin Wang, Hao Chen, Lixiang Lai, Tao Zhuang, Junfeng Ge |
| 2022 | ICML | Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function. | Qixin Zhang, Zengde Deng, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2021 | ICASSP | Non-Recursive Graph Convolutional Networks. | Hao Chen, Zengde Deng, Yue Xu, Zhoujun Li |
| 2021 | ICASSP | Sparse High-Order Portfolios Via Proximal Dca And Sca. | Jinxin Wang, Zengde Deng, Taoli Zheng, Anthony Man-Cho So |
| 2020 | CIKM | Label-Aware Graph Convolutional Networks. | Hao Chen, Yue Xu, Feiran Huang, Zengde Deng, Wenbing Huang, Senzhang Wang, Peng He, Zhoujun Li |
| 2020 | ICASSP | A Fast Proximal Point Algorithm for Generalized Graph Laplacian Learning. | Zengde Deng, Anthony Man-Cho So |
| 2020 | ICASSP | An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso. | Zengde Deng, Man-Chung Yue, Anthony Man-Cho So |
| 2019 | ACSSC | Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning. | Shixiang Chen, Zengde Deng, Shiqian Ma, Anthony Man-Cho So |
| 2019 | PAKDD | FGST: Fine-Grained Spatial-Temporal Based Regression for Stationless Bike Traffic Prediction. | Hao Chen, Senzhang Wang, Zengde Deng, Xiaoming Zhang, Zhoujun Li |